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From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Locally Private Causal Inference for Randomized Experiments
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Estimating Network-Mediated Causal Effects via Principal Components Network Regression
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Selective Inference with Distributed Data
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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An Axiomatic Definition of Hierarchical Clustering
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Test-Time Training on Video Streams
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Efficiently Escaping Saddle Points in Bilevel Optimization
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Global research trends and thematic evolution in humanoid robotics: a scientometric and text mining study
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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A new hybrid physics-guided AI algorithm for water quality prediction supported by variable coefficients advection-diffusion model
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Status applications and prospects of AI integration in maritime education implications for curriculum planning
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Physics-informed and transferable explainable AI framework for reliable prediction of tunnel-induced settlement in coastal environments
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Advancing the generation and integration of traditional motifs through AI-based techniques
Published in Discover AI (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Artificial intelligence in digital smile design: a review of technological innovations and clinical integration
Published in Discover AI (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Using AI large language models to assess dental history in systemic conditions
Published in Discover AI (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Digital sales automation and buyer engagement: investigating the mediating role of perceived value in B2B exchanges
Published in Discover AI (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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